Dataset info
| Number of variables | 35 |
|---|---|
| Number of observations | 83714 |
| Missing cells | 0 (0.0%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 22.4 MiB |
| Average record size in memory | 280.0 B |
Variables types
| Numeric | 21 |
|---|---|
| Categorical | 6 |
| Boolean | 8 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 0 |
| Unsupported | 0 |
Warnings
availability_365 has 28598 (34.2%) zeros | Zeros |
bedrooms has 5142 (6.1%) zeros | Zeros |
calculated_host_listings_count_entire_homes has 30756 (36.7%) zeros | Zeros |
calculated_host_listings_count_private_rooms has 40081 (47.9%) zeros | Zeros |
calculated_host_listings_count_shared_rooms has 82697 (98.8%) zeros | Zeros |
cleaning_fee has 26834 (32.1%) zeros | Zeros |
days_from_last_review has 20338 (24.3%) zeros | Zeros |
extra_people has 51037 (61.0%) zeros | Zeros |
number_of_reviews has 20108 (24.0%) zeros | Zeros |
number_of_reviews_ltm has 34474 (41.2%) zeros | Zeros |
review_scores_rating has 21757 (26.0%) zeros | Zeros |
reviews_per_month has 20108 (24.0%) zeros | Zeros |
security_deposit has 48622 (58.1%) zeros | Zeros |
accommodates
Numeric
| Distinct count | 16 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.149807679 |
|---|---|
| Minimum | 1 |
| Maximum | 16 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 2 |
| Q3 | 4 |
| 95-th percentile | 7 |
| Maximum | 16 |
| Range | 15 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.947798258 |
|---|---|
| Coef of variation | 0.6183864084 |
| Kurtosis | 3.983278408 |
| Mean | 3.149807679 |
| MAD | 1.537853104 |
| Skewness | 1.615286528 |
| Sum | 263683 |
| Variance | 3.793918052 |
| Memory size | 654.1 KiB |
Histogram with fixed size bins (bins=16)
Histogram with variable size bins (bins=[ 1. 1.5 2.5 3.5 4.5 ... 11.5 12.5 14.5 15.5 16. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 2 | 35580 | 42.5% | |
| 4 | 16768 | 20.0% | |
| 1 | 10507 | 12.6% | |
| 6 | 6594 | 7.9% | |
| 3 | 5819 | 7.0% | |
| 5 | 3956 | 4.7% | |
| 8 | 1945 | 2.3% | |
| 7 | 1257 | 1.5% | |
| 10 | 464 | 0.6% | |
| 9 | 386 | 0.5% | |
| Other values (6) | 438 | 0.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 10507 | 12.6% | |
| 2 | 35580 | 42.5% | |
| 3 | 5819 | 7.0% | |
| 4 | 16768 | 20.0% | |
| 5 | 3956 | 4.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 16 | 68 | 0.1% | |
| 15 | 17 | < 0.1% | |
| 14 | 67 | 0.1% | |
| 13 | 41 | < 0.1% | |
| 12 | 161 | 0.2% |
amenities_count
Numeric
| Distinct count | 88 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 21.16041522 |
|---|---|
| Minimum | 2 |
| Maximum | 92 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 14 |
| Median | 19 |
| Q3 | 27 |
| 95-th percentile | 39 |
| Maximum | 92 |
| Range | 90 |
| Interquartile range | 13 |
Descriptive statistics
| Standard deviation | 9.535834864 |
|---|---|
| Coef of variation | 0.4506449785 |
| Kurtosis | 1.786043857 |
| Mean | 21.16041522 |
| MAD | 7.466646197 |
| Skewness | 1.044134355 |
| Sum | 1771423 |
| Variance | 90.93214655 |
| Memory size | 654.1 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 2. 2.5 4.5 5.5 6.5 ... 54.5 58.5 61.5 73.5 92. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 16 | 4532 | 5.4% | |
| 15 | 4392 | 5.2% | |
| 14 | 4386 | 5.2% | |
| 17 | 4282 | 5.1% | |
| 18 | 3964 | 4.7% | |
| 13 | 3910 | 4.7% | |
| 19 | 3740 | 4.5% | |
| 12 | 3437 | 4.1% | |
| 20 | 3422 | 4.1% | |
| 21 | 3254 | 3.9% | |
| Other values (78) | 44395 | 53.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2 | 421 | 0.5% | |
| 3 | 105 | 0.1% | |
| 4 | 131 | 0.2% | |
| 5 | 204 | 0.2% | |
| 6 | 486 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 92 | 1 | < 0.1% | |
| 91 | 3 | < 0.1% | |
| 90 | 1 | < 0.1% | |
| 88 | 1 | < 0.1% | |
| 87 | 1 | < 0.1% |
availability_365
Numeric
| Distinct count | 366 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 117.4874573 |
|---|---|
| Minimum | 0 |
| Maximum | 365 |
| Zeros (%) | 34.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 59 |
| Q3 | 247 |
| 95-th percentile | 361 |
| Maximum | 365 |
| Range | 365 |
| Interquartile range | 247 |
Descriptive statistics
| Standard deviation | 134.179864 |
|---|---|
| Coef of variation | 1.142078202 |
| Kurtosis | -1.059409596 |
| Mean | 117.4874573 |
| MAD | 118.3220354 |
| Skewness | 0.7382274872 |
| Sum | 9835345 |
| Variance | 18004.23589 |
| Memory size | 654.1 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 0.5 1.5 4.5 8.5 ... 361.5 362.5 363.5 364.5 365. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 28598 | 34.2% | |
| 365 | 2003 | 2.4% | |
| 364 | 1200 | 1.4% | |
| 1 | 825 | 1.0% | |
| 89 | 667 | 0.8% | |
| 90 | 646 | 0.8% | |
| 363 | 592 | 0.7% | |
| 257 | 575 | 0.7% | |
| 179 | 498 | 0.6% | |
| 2 | 496 | 0.6% | |
| Other values (356) | 47614 | 56.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 28598 | 34.2% | |
| 1 | 825 | 1.0% | |
| 2 | 496 | 0.6% | |
| 3 | 487 | 0.6% | |
| 4 | 408 | 0.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 365 | 2003 | 2.4% | |
| 364 | 1200 | 1.4% | |
| 363 | 592 | 0.7% | |
| 362 | 339 | 0.4% | |
| 361 | 218 | 0.3% |
bathrooms
Numeric
| Distinct count | 22 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.287699787 |
|---|---|
| Minimum | 0.5 |
| Maximum | 11 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.5 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1.5 |
| 95-th percentile | 2.5 |
| Maximum | 11 |
| Range | 10.5 |
| Interquartile range | 0.5 |
Descriptive statistics
| Standard deviation | 0.566255133 |
|---|---|
| Coef of variation | 0.4397415753 |
| Kurtosis | 28.65734089 |
| Mean | 1.287699787 |
| MAD | 0.413724314 |
| Skewness | 3.535919712 |
| Sum | 107798.5 |
| Variance | 0.3206448756 |
| Memory size | 654.1 KiB |
Histogram with fixed size bins (bins=22)
Histogram with variable size bins (bins=[ 0.5 0.75 1.25 1.75 2.25 ... 5.25 8.25 9.75 10.25 11. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1 | 59368 | 70.9% | |
| 2 | 11930 | 14.3% | |
| 1.5 | 7832 | 9.4% | |
| 2.5 | 2285 | 2.7% | |
| 3 | 1227 | 1.5% | |
| 3.5 | 407 | 0.5% | |
| 0.5 | 301 | 0.4% | |
| 4 | 184 | 0.2% | |
| 4.5 | 58 | 0.1% | |
| 5 | 32 | < 0.1% | |
| Other values (12) | 90 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.5 | 301 | 0.4% | |
| 1 | 59368 | 70.9% | |
| 1.5 | 7832 | 9.4% | |
| 2 | 11930 | 14.3% | |
| 2.5 | 2285 | 2.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 11 | 1 | < 0.1% | |
| 10.5 | 1 | < 0.1% | |
| 10 | 22 | < 0.1% | |
| 9.5 | 1 | < 0.1% | |
| 9 | 1 | < 0.1% |
bed_type
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Real Bed | |
|---|---|
| Pull-out Sofa | 409 |
| Futon | 180 |
| Other values (2) | 108 |
| Value | Count | Frequency (%) | |
| Real Bed | 83017 | 99.2% | |
| Pull-out Sofa | 409 | 0.5% | |
| Futon | 180 | 0.2% | |
| Couch | 66 | 0.1% | |
| Airbed | 42 | 0.1% |
| Max length | 13 |
|---|---|
| Mean length | 8.014609265 |
| Min length | 5 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
bedrooms
Numeric
| Distinct count | 13 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.389624197 |
|---|---|
| Minimum | 0 |
| Maximum | 12 |
| Zeros (%) | 6.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.8782830515 |
|---|---|
| Coef of variation | 0.6320291872 |
| Kurtosis | 5.005449039 |
| Mean | 1.389624197 |
| MAD | 0.6633518552 |
| Skewness | 1.721179109 |
| Sum | 116331 |
| Variance | 0.7713811186 |
| Memory size | 654.1 KiB |
Histogram with fixed size bins (bins=13)
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 4.5 5.5 6.5 7.5 12. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1 | 52924 | 63.2% | |
| 2 | 17290 | 20.7% | |
| 3 | 5564 | 6.6% | |
| 0 | 5142 | 6.1% | |
| 4 | 2062 | 2.5% | |
| 5 | 574 | 0.7% | |
| 6 | 124 | 0.1% | |
| 7 | 20 | < 0.1% | |
| 10 | 4 | < 0.1% | |
| 8 | 4 | < 0.1% | |
| Other values (3) | 6 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 5142 | 6.1% | |
| 1 | 52924 | 63.2% | |
| 2 | 17290 | 20.7% | |
| 3 | 5564 | 6.6% | |
| 4 | 2062 | 2.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 12 | 1 | < 0.1% | |
| 11 | 2 | < 0.1% | |
| 10 | 4 | < 0.1% | |
| 9 | 3 | < 0.1% | |
| 8 | 4 | < 0.1% |
beds
Numeric
| Distinct count | 18 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.747879686 |
|---|---|
| Minimum | 1 |
| Maximum | 20 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 20 |
| Range | 19 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.197688438 |
|---|---|
| Coef of variation | 0.6852236158 |
| Kurtosis | 13.74881602 |
| Mean | 1.747879686 |
| MAD | 0.8645008173 |
| Skewness | 2.766640558 |
| Sum | 146322 |
| Variance | 1.434457595 |
| Memory size | 654.1 KiB |
Histogram with fixed size bins (bins=18)
Histogram with variable size bins (bins=[ 1. 1.5 2.5 3.5 4.5 ... 10.5 12.5 13.5 14.5 20. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1 | 48384 | 57.8% | |
| 2 | 20385 | 24.4% | |
| 3 | 8335 | 10.0% | |
| 4 | 3772 | 4.5% | |
| 5 | 1478 | 1.8% | |
| 6 | 742 | 0.9% | |
| 7 | 257 | 0.3% | |
| 8 | 171 | 0.2% | |
| 10 | 67 | 0.1% | |
| 9 | 55 | 0.1% | |
| Other values (8) | 68 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 48384 | 57.8% | |
| 2 | 20385 | 24.4% | |
| 3 | 8335 | 10.0% | |
| 4 | 3772 | 4.5% | |
| 5 | 1478 | 1.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20 | 2 | < 0.1% | |
| 17 | 1 | < 0.1% | |
| 16 | 5 | < 0.1% | |
| 15 | 2 | < 0.1% | |
| 14 | 24 | < 0.1% |
calculated_host_listings_count_entire_homes
Numeric
| Distinct count | 79 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 21.12180758 |
|---|---|
| Minimum | 0 |
| Maximum | 1127 |
| Zeros (%) | 36.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 2 |
| 95-th percentile | 47 |
| Maximum | 1127 |
| Range | 1127 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 128.1197802 |
|---|---|
| Coef of variation | 6.065758328 |
| Kurtosis | 68.25770559 |
| Mean | 21.12180758 |
| MAD | 35.31703624 |
| Skewness | 8.274168478 |
| Sum | 1768191 |
| Variance | 16414.67809 |
| Memory size | 654.1 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.000e+00 5.000e-01 1.500e+00 2.500e+00 3.500e+00 ... 1.795e+02 2.080e+02 2.210e+02 6.745e+02 1.127e+03], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 30756 | 36.7% | |
| 1 | 29891 | 35.7% | |
| 2 | 4215 | 5.0% | |
| 3 | 2075 | 2.5% | |
| 4 | 1519 | 1.8% | |
| 5 | 1160 | 1.4% | |
| 1127 | 1074 | 1.3% | |
| 6 | 854 | 1.0% | |
| 7 | 751 | 0.9% | |
| 9 | 733 | 0.9% | |
| Other values (69) | 10686 | 12.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 30756 | 36.7% | |
| 1 | 29891 | 35.7% | |
| 2 | 4215 | 5.0% | |
| 3 | 2075 | 2.5% | |
| 4 | 1519 | 1.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1127 | 1074 | 1.3% | |
| 222 | 226 | 0.3% | |
| 220 | 183 | 0.2% | |
| 196 | 31 | < 0.1% | |
| 163 | 170 | 0.2% |
calculated_host_listings_count_private_rooms
Numeric
| Distinct count | 37 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.928948563 |
|---|---|
| Minimum | 0 |
| Maximum | 135 |
| Zeros (%) | 47.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 6 |
| Maximum | 135 |
| Range | 135 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 8.046097602 |
|---|---|
| Coef of variation | 4.171234919 |
| Kurtosis | 165.9288719 |
| Mean | 1.928948563 |
| MAD | 2.420513448 |
| Skewness | 11.76407502 |
| Sum | 161480 |
| Variance | 64.73968662 |
| Memory size | 654.1 KiB |
Histogram with fixed size bins (bins=37)
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 34. 38.5 40. 115.5 135. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 40081 | 47.9% | |
| 1 | 25837 | 30.9% | |
| 2 | 6912 | 8.3% | |
| 3 | 3763 | 4.5% | |
| 4 | 1421 | 1.7% | |
| 5 | 1249 | 1.5% | |
| 6 | 598 | 0.7% | |
| 7 | 557 | 0.7% | |
| 10 | 358 | 0.4% | |
| 8 | 302 | 0.4% | |
| Other values (27) | 2636 | 3.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 40081 | 47.9% | |
| 1 | 25837 | 30.9% | |
| 2 | 6912 | 8.3% | |
| 3 | 3763 | 4.5% | |
| 4 | 1421 | 1.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 135 | 144 | 0.2% | |
| 96 | 101 | 0.1% | |
| 89 | 93 | 0.1% | |
| 41 | 73 | 0.1% | |
| 39 | 91 | 0.1% |
calculated_host_listings_count_shared_rooms
Numeric
| Distinct count | 13 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.04686193468 |
|---|---|
| Minimum | 0 |
| Maximum | 18 |
| Zeros (%) | 98.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.6892846374 |
|---|---|
| Coef of variation | 14.70883868 |
| Kurtosis | 432.25028 |
| Mean | 0.04686193468 |
| MAD | 0.09258526441 |
| Skewness | 19.82671027 |
| Sum | 3923 |
| Variance | 0.4751133113 |
| Memory size | 654.1 KiB |
Histogram with fixed size bins (bins=13)
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 6.5 9.5 11. 17.5 18. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 82697 | 98.8% | |
| 1 | 658 | 0.8% | |
| 12 | 56 | 0.1% | |
| 17 | 51 | 0.1% | |
| 2 | 45 | 0.1% | |
| 8 | 38 | < 0.1% | |
| 7 | 36 | < 0.1% | |
| 9 | 32 | < 0.1% | |
| 4 | 25 | < 0.1% | |
| 3 | 24 | < 0.1% | |
| Other values (3) | 52 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 82697 | 98.8% | |
| 1 | 658 | 0.8% | |
| 2 | 45 | 0.1% | |
| 3 | 24 | < 0.1% | |
| 4 | 25 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 18 | 22 | < 0.1% | |
| 17 | 51 | 0.1% | |
| 12 | 56 | 0.1% | |
| 10 | 11 | < 0.1% | |
| 9 | 32 | < 0.1% |
cancellation_policy
Categorical
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| strict_14_with_grace_period | |
|---|---|
| flexible | |
| moderate | |
| Other values (5) | 640 |
| Value | Count | Frequency (%) | |
| strict_14_with_grace_period | 35831 | 42.8% | |
| flexible | 27389 | 32.7% | |
| moderate | 19854 | 23.7% | |
| super_strict_30 | 336 | 0.4% | |
| super_strict_60 | 294 | 0.4% | |
| strict | 8 | < 0.1% | |
| luxury_moderate | 1 | < 0.1% | |
| luxury_super_strict_95 | 1 | < 0.1% |
| Max length | 27 |
|---|---|
| Mean length | 16.18505865 |
| Min length | 6 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
cleaning_fee
Numeric
| Distinct count | 234 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 31.28081325 |
|---|---|
| Minimum | 0 |
| Maximum | 544 |
| Zeros (%) | 32.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 20 |
| Q3 | 49 |
| 95-th percentile | 100 |
| Maximum | 544 |
| Range | 544 |
| Interquartile range | 49 |
Descriptive statistics
| Standard deviation | 40.91509115 |
|---|---|
| Coef of variation | 1.307993204 |
| Kurtosis | 16.88794751 |
| Mean | 31.28081325 |
| MAD | 28.49314137 |
| Skewness | 3.025822335 |
| Sum | 2618642 |
| Variance | 1674.044684 |
| Memory size | 654.1 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 2. 4.5 5.5 7.5 ... 299. 300.5 372.5 382. 544. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 26834 | 32.1% | |
| 20 | 5228 | 6.2% | |
| 30 | 5096 | 6.1% | |
| 10 | 4542 | 5.4% | |
| 50 | 3848 | 4.6% | |
| 15 | 3680 | 4.4% | |
| 40 | 3631 | 4.3% | |
| 25 | 3268 | 3.9% | |
| 60 | 2475 | 3.0% | |
| 35 | 1959 | 2.3% | |
| Other values (224) | 23153 | 27.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 26834 | 32.1% | |
| 4 | 276 | 0.3% | |
| 5 | 1615 | 1.9% | |
| 6 | 214 | 0.3% | |
| 7 | 270 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 544 | 1 | < 0.1% | |
| 525 | 2 | < 0.1% | |
| 500 | 6 | < 0.1% | |
| 496 | 1 | < 0.1% | |
| 495 | 1 | < 0.1% |
days_from_last_review
Numeric
| Distinct count | 1772 |
|---|---|
| Unique (%) | 2.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 180.4394367 |
|---|---|
| Minimum | 0 |
| Maximum | 2997 |
| Zeros (%) | 24.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| Median | 29 |
| Q3 | 172 |
| 95-th percentile | 984 |
| Maximum | 2997 |
| Range | 2997 |
| Interquartile range | 170 |
Descriptive statistics
| Standard deviation | 328.4662462 |
|---|---|
| Coef of variation | 1.820368387 |
| Kurtosis | 6.459290616 |
| Mean | 180.4394367 |
| MAD | 227.0800209 |
| Skewness | 2.497362249 |
| Sum | 15105307 |
| Variance | 107890.0749 |
| Memory size | 654.1 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.0000e+00 5.0000e-01 1.5000e+00 4.5000e+00 5.5000e+00 ... 1.7125e+03 1.7190e+03 1.9110e+03 2.6090e+03 2.9970e+03], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 20338 | 24.3% | |
| 20 | 1267 | 1.5% | |
| 14 | 1236 | 1.5% | |
| 19 | 1117 | 1.3% | |
| 7 | 1094 | 1.3% | |
| 15 | 1086 | 1.3% | |
| 21 | 1059 | 1.3% | |
| 16 | 908 | 1.1% | |
| 28 | 906 | 1.1% | |
| 3 | 845 | 1.0% | |
| Other values (1762) | 53858 | 64.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 20338 | 24.3% | |
| 1 | 479 | 0.6% | |
| 2 | 778 | 0.9% | |
| 3 | 845 | 1.0% | |
| 4 | 763 | 0.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2997 | 1 | < 0.1% | |
| 2886 | 1 | < 0.1% | |
| 2729 | 1 | < 0.1% | |
| 2667 | 1 | < 0.1% | |
| 2663 | 1 | < 0.1% |
df_index
Numeric
| Distinct count | 83714 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 42409.33231 |
|---|---|
| Minimum | 0 |
| Maximum | 85273 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4214.65 |
| Q1 | 21089.25 |
| Median | 42302.5 |
| Q3 | 63682.75 |
| 95-th percentile | 80954.35 |
| Maximum | 85273 |
| Range | 85273 |
| Interquartile range | 42593.5 |
Descriptive statistics
| Standard deviation | 24606.19318 |
|---|---|
| Coef of variation | 0.5802070402 |
| Kurtosis | -1.19906414 |
| Mean | 42409.33231 |
| MAD | 21312.41127 |
| Skewness | 0.01158616503 |
| Sum | 3550254845 |
| Variance | 605464742.7 |
| Memory size | 654.1 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 38562.5 38648.5 59993. 60037.5 85273. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 2047 | 1 | < 0.1% | |
| 6870 | 1 | < 0.1% | |
| 35524 | 1 | < 0.1% | |
| 33477 | 1 | < 0.1% | |
| 39622 | 1 | < 0.1% | |
| 37575 | 1 | < 0.1% | |
| 60104 | 1 | < 0.1% | |
| 58057 | 1 | < 0.1% | |
| 64202 | 1 | < 0.1% | |
| 62155 | 1 | < 0.1% | |
| Other values (83704) | 83704 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 85273 | 1 | < 0.1% | |
| 85272 | 1 | < 0.1% | |
| 85271 | 1 | < 0.1% | |
| 85270 | 1 | < 0.1% | |
| 85269 | 1 | < 0.1% |
experiences_offered
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| none | |
|---|---|
| business | 595 |
| family | 489 |
| Other values (2) | 641 |
| Value | Count | Frequency (%) | |
| none | 81989 | 97.9% | |
| business | 595 | 0.7% | |
| family | 489 | 0.6% | |
| social | 426 | 0.5% | |
| romantic | 215 | 0.3% |
| Max length | 8 |
|---|---|
| Mean length | 4.060563347 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
extra_people
Numeric
| Distinct count | 110 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.364371551 |
|---|---|
| Minimum | 0 |
| Maximum | 248 |
| Zeros (%) | 61.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 10 |
| 95-th percentile | 30 |
| Maximum | 248 |
| Range | 248 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 13.71240889 |
|---|---|
| Coef of variation | 1.861993083 |
| Kurtosis | 51.46412329 |
| Mean | 7.364371551 |
| MAD | 9.143762825 |
| Skewness | 4.980324493 |
| Sum | 616501 |
| Variance | 188.0301575 |
| Memory size | 654.1 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 1.5 3.5 4.5 5.5 ... 152.5 197.5 205. 223.5 248. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 51037 | 61.0% | |
| 10 | 7871 | 9.4% | |
| 15 | 6419 | 7.7% | |
| 20 | 4818 | 5.8% | |
| 25 | 2256 | 2.7% | |
| 5 | 2249 | 2.7% | |
| 30 | 1675 | 2.0% | |
| 50 | 1012 | 1.2% | |
| 12 | 658 | 0.8% | |
| 35 | 629 | 0.8% | |
| Other values (100) | 5090 | 6.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 51037 | 61.0% | |
| 3 | 1 | < 0.1% | |
| 4 | 328 | 0.4% | |
| 5 | 2249 | 2.7% | |
| 6 | 238 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 248 | 1 | < 0.1% | |
| 247 | 1 | < 0.1% | |
| 246 | 1 | < 0.1% | |
| 244 | 1 | < 0.1% | |
| 243 | 1 | < 0.1% |
guests_included
Numeric
| Distinct count | 16 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.588252861 |
|---|---|
| Minimum | 1 |
| Maximum | 16 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 16 |
| Range | 15 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.291904721 |
|---|---|
| Coef of variation | 0.8134124944 |
| Kurtosis | 15.05139747 |
| Mean | 1.588252861 |
| MAD | 0.8536039914 |
| Skewness | 3.258953742 |
| Sum | 132959 |
| Variance | 1.669017809 |
| Memory size | 654.1 KiB |
Histogram with fixed size bins (bins=16)
Histogram with variable size bins (bins=[ 1. 1.5 2.5 3.5 4.5 ... 10.5 12.5 14.5 15.5 16. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1 | 60738 | 72.6% | |
| 2 | 12826 | 15.3% | |
| 4 | 5436 | 6.5% | |
| 3 | 1594 | 1.9% | |
| 6 | 1458 | 1.7% | |
| 5 | 820 | 1.0% | |
| 8 | 404 | 0.5% | |
| 7 | 210 | 0.3% | |
| 10 | 100 | 0.1% | |
| 9 | 53 | 0.1% | |
| Other values (6) | 75 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 60738 | 72.6% | |
| 2 | 12826 | 15.3% | |
| 3 | 1594 | 1.9% | |
| 4 | 5436 | 6.5% | |
| 5 | 820 | 1.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 16 | 24 | < 0.1% | |
| 15 | 11 | < 0.1% | |
| 14 | 3 | < 0.1% | |
| 13 | 1 | < 0.1% | |
| 12 | 16 | < 0.1% |
host_days
Numeric
| Distinct count | 3425 |
|---|---|
| Unique (%) | 4.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1422.561877 |
|---|---|
| Minimum | 1 |
| Maximum | 4028 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 146 |
| Q1 | 811 |
| Median | 1433 |
| Q3 | 1962 |
| 95-th percentile | 2749 |
| Maximum | 4028 |
| Range | 4027 |
| Interquartile range | 1151 |
Descriptive statistics
| Standard deviation | 788.6841516 |
|---|---|
| Coef of variation | 0.5544111397 |
| Kurtosis | -0.6551134337 |
| Mean | 1422.561877 |
| MAD | 645.7214456 |
| Skewness | 0.1595822736 |
| Sum | 119088345 |
| Variance | 622022.6911 |
| Memory size | 654.1 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[1.0000e+00 2.1500e+01 7.6500e+01 7.9500e+01 8.9500e+01 ... 3.5425e+03 3.5870e+03 3.5895e+03 3.8435e+03 4.0280e+03], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1578 | 646 | 0.8% | |
| 1577 | 504 | 0.6% | |
| 1410 | 243 | 0.3% | |
| 811 | 175 | 0.2% | |
| 1999 | 171 | 0.2% | |
| 1654 | 160 | 0.2% | |
| 2737 | 158 | 0.2% | |
| 311 | 143 | 0.2% | |
| 1655 | 134 | 0.2% | |
| 1384 | 130 | 0.2% | |
| Other values (3415) | 81250 | 97.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 3 | < 0.1% | |
| 2 | 21 | < 0.1% | |
| 3 | 28 | < 0.1% | |
| 4 | 29 | < 0.1% | |
| 5 | 20 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4028 | 1 | < 0.1% | |
| 3938 | 7 | < 0.1% | |
| 3914 | 1 | < 0.1% | |
| 3894 | 3 | < 0.1% | |
| 3873 | 1 | < 0.1% |
host_has_profile_pic
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 227 |
| Value | Count | Frequency (%) | |
| 1 | 83487 | 99.7% | |
| 0 | 227 | 0.3% |
host_identity_verified
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 53468 | 63.9% | |
| 1 | 30246 | 36.1% |
host_is_superhost
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 12350 |
| Value | Count | Frequency (%) | |
| 0 | 71364 | 85.2% | |
| 1 | 12350 | 14.8% |
instant_bookable
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 47387 | 56.6% | |
| 1 | 36327 | 43.4% |
is_location_exact
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 52119 | 62.3% | |
| 0 | 31595 | 37.7% |
neighbourhood_cleansed
Categorical
| Distinct count | 33 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Westminster | 9265 |
|---|---|
| Tower Hamlets | 8163 |
| Hackney | 6207 |
| Other values (30) |
| Value | Count | Frequency (%) | |
| Westminster | 9265 | 11.1% | |
| Tower Hamlets | 8163 | 9.8% | |
| Hackney | 6207 | 7.4% | |
| Camden | 5857 | 7.0% | |
| Kensington and Chelsea | 5643 | 6.7% | |
| Islington | 5076 | 6.1% | |
| Southwark | 4833 | 5.8% | |
| Lambeth | 4826 | 5.8% | |
| Wandsworth | 4313 | 5.2% | |
| Hammersmith and Fulham | 4129 | 4.9% | |
| Other values (23) | 25402 | 30.3% |
| Max length | 22 |
|---|---|
| Mean length | 10.57815897 |
| Min length | 5 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
number_of_reviews
Numeric
| Distinct count | 411 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 17.05203431 |
|---|---|
| Minimum | 0 |
| Maximum | 690 |
| Zeros (%) | 24.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 4 |
| Q3 | 17 |
| 95-th percentile | 78 |
| Maximum | 690 |
| Range | 690 |
| Interquartile range | 16 |
Descriptive statistics
| Standard deviation | 35.9341873 |
|---|---|
| Coef of variation | 2.107325534 |
| Kurtosis | 38.09496993 |
| Mean | 17.05203431 |
| MAD | 19.97122687 |
| Skewness | 4.997203254 |
| Sum | 1427494 |
| Variance | 1291.265817 |
| Memory size | 654.1 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.000e+00 5.000e-01 1.500e+00 2.500e+00 3.500e+00 ... 2.375e+02 2.805e+02 3.505e+02 5.130e+02 6.900e+02], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 20108 | 24.0% | |
| 1 | 9108 | 10.9% | |
| 2 | 5862 | 7.0% | |
| 3 | 4474 | 5.3% | |
| 4 | 3589 | 4.3% | |
| 5 | 2833 | 3.4% | |
| 6 | 2457 | 2.9% | |
| 7 | 2071 | 2.5% | |
| 8 | 1896 | 2.3% | |
| 9 | 1681 | 2.0% | |
| Other values (401) | 29635 | 35.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 20108 | 24.0% | |
| 1 | 9108 | 10.9% | |
| 2 | 5862 | 7.0% | |
| 3 | 4474 | 5.3% | |
| 4 | 3589 | 4.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 690 | 1 | < 0.1% | |
| 633 | 1 | < 0.1% | |
| 612 | 1 | < 0.1% | |
| 595 | 1 | < 0.1% | |
| 591 | 1 | < 0.1% |
number_of_reviews_ltm
Numeric
| Distinct count | 146 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.692464821 |
|---|---|
| Minimum | 0 |
| Maximum | 231 |
| Zeros (%) | 41.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 8 |
| 95-th percentile | 31 |
| Maximum | 231 |
| Range | 231 |
| Interquartile range | 8 |
Descriptive statistics
| Standard deviation | 12.78074642 |
|---|---|
| Coef of variation | 1.909721868 |
| Kurtosis | 20.39359882 |
| Mean | 6.692464821 |
| MAD | 7.951796538 |
| Skewness | 3.7316992 |
| Sum | 560253 |
| Variance | 163.347479 |
| Memory size | 654.1 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 82.5 96.5 111.5 136. 231. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 34474 | 41.2% | |
| 1 | 8208 | 9.8% | |
| 2 | 5367 | 6.4% | |
| 3 | 4074 | 4.9% | |
| 4 | 3343 | 4.0% | |
| 5 | 2705 | 3.2% | |
| 6 | 2299 | 2.7% | |
| 7 | 2012 | 2.4% | |
| 8 | 1716 | 2.0% | |
| 9 | 1561 | 1.9% | |
| Other values (136) | 17955 | 21.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 34474 | 41.2% | |
| 1 | 8208 | 9.8% | |
| 2 | 5367 | 6.4% | |
| 3 | 4074 | 4.9% | |
| 4 | 3343 | 4.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 231 | 1 | < 0.1% | |
| 200 | 1 | < 0.1% | |
| 185 | 1 | < 0.1% | |
| 182 | 1 | < 0.1% | |
| 180 | 1 | < 0.1% |
price
Numeric
| Distinct count | 493 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 104.6837088 |
|---|---|
| Minimum | 0 |
| Maximum | 500 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 45 |
| Median | 80 |
| Q3 | 132 |
| 95-th percentile | 280 |
| Maximum | 500 |
| Range | 500 |
| Interquartile range | 87 |
Descriptive statistics
| Standard deviation | 83.23632013 |
|---|---|
| Coef of variation | 0.795122002 |
| Kurtosis | 4.475333612 |
| Mean | 104.6837088 |
| MAD | 60.27010665 |
| Skewness | 1.924497656 |
| Sum | 8763492 |
| Variance | 6928.284988 |
| Memory size | 654.1 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 3. 6.5 9.5 10.5 ... 494.5 495.5 498.5 499.5 500. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 50 | 3106 | 3.7% | |
| 100 | 3065 | 3.7% | |
| 40 | 2795 | 3.3% | |
| 35 | 2529 | 3.0% | |
| 30 | 2363 | 2.8% | |
| 120 | 2358 | 2.8% | |
| 45 | 2303 | 2.8% | |
| 150 | 2280 | 2.7% | |
| 60 | 2245 | 2.7% | |
| 80 | 2226 | 2.7% | |
| Other values (483) | 58444 | 69.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 18 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 7 | 5 | < 0.1% | |
| 8 | 24 | < 0.1% | |
| 9 | 6 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 500 | 293 | 0.4% | |
| 499 | 29 | < 0.1% | |
| 498 | 3 | < 0.1% | |
| 497 | 6 | < 0.1% | |
| 496 | 1 | < 0.1% |
property_type
Categorical
| Distinct count | 43 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Apartment | |
|---|---|
| House | |
| Townhouse | 2916 |
| Other values (40) | 7639 |
| Value | Count | Frequency (%) | |
| Apartment | 55639 | 66.5% | |
| House | 17520 | 20.9% | |
| Townhouse | 2916 | 3.5% | |
| Condominium | 2651 | 3.2% | |
| Serviced apartment | 1624 | 1.9% | |
| Loft | 725 | 0.9% | |
| Bed and breakfast | 638 | 0.8% | |
| Guest suite | 364 | 0.4% | |
| Guesthouse | 295 | 0.4% | |
| Boutique hotel | 220 | 0.3% | |
| Other values (33) | 1122 | 1.3% |
| Max length | 29 |
|---|---|
| Mean length | 8.412117447 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
require_guest_phone_verification
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 1422 |
| Value | Count | Frequency (%) | |
| 0 | 82292 | 98.3% | |
| 1 | 1422 | 1.7% |
require_guest_profile_picture
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 856 |
| Value | Count | Frequency (%) | |
| 0 | 82858 | 99.0% | |
| 1 | 856 | 1.0% |
requires_license
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 83712 | > 99.9% | |
| 1 | 2 | < 0.1% |
review_scores_rating
Numeric
| Distinct count | 62 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 68.46814153 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros (%) | 26.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 92 |
| Q3 | 98 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range | 98 |
Descriptive statistics
| Standard deviation | 41.51839028 |
|---|---|
| Coef of variation | 0.6063899115 |
| Kurtosis | -0.9356146498 |
| Mean | 68.46814153 |
| MAD | 36.35211918 |
| Skewness | -0.9780343621 |
| Sum | 5731742 |
| Variance | 1723.776732 |
| Memory size | 654.1 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 10. 25. 36.5 42. ... 94.5 95.5 98.5 99.5 100. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 21757 | 26.0% | |
| 100 | 17630 | 21.1% | |
| 98 | 3849 | 4.6% | |
| 97 | 3710 | 4.4% | |
| 96 | 3619 | 4.3% | |
| 93 | 3593 | 4.3% | |
| 90 | 3337 | 4.0% | |
| 95 | 3307 | 4.0% | |
| 80 | 3264 | 3.9% | |
| 99 | 2492 | 3.0% | |
| Other values (52) | 17156 | 20.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 21757 | 26.0% | |
| 20 | 288 | 0.3% | |
| 30 | 9 | < 0.1% | |
| 32 | 1 | < 0.1% | |
| 33 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 17630 | 21.1% | |
| 99 | 2492 | 3.0% | |
| 98 | 3849 | 4.6% | |
| 97 | 3710 | 4.4% | |
| 96 | 3619 | 4.3% |
reviews_per_month
Numeric
| Distinct count | 932 |
|---|---|
| Unique (%) | 1.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.8975153499 |
|---|---|
| Minimum | 0 |
| Maximum | 48.21 |
| Zeros (%) | 24.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.02 |
| Median | 0.39 |
| Q3 | 1.22 |
| 95-th percentile | 3.52 |
| Maximum | 48.21 |
| Range | 48.21 |
| Interquartile range | 1.2 |
Descriptive statistics
| Standard deviation | 1.302883722 |
|---|---|
| Coef of variation | 1.4516562 |
| Kurtosis | 31.15095907 |
| Mean | 0.8975153499 |
| MAD | 0.901030508 |
| Skewness | 3.162061002 |
| Sum | 75134.6 |
| Variance | 1.697505993 |
| Memory size | 654.1 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.0000e+00 5.0000e-03 1.5000e-02 5.5000e-02 6.5000e-02 ... 8.0050e+00 1.0060e+01 1.1260e+01 1.5345e+01 4.8210e+01], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 20108 | 24.0% | |
| 1 | 1844 | 2.2% | |
| 0.04 | 1057 | 1.3% | |
| 0.08 | 1019 | 1.2% | |
| 0.05 | 945 | 1.1% | |
| 0.02 | 915 | 1.1% | |
| 0.07 | 908 | 1.1% | |
| 0.03 | 891 | 1.1% | |
| 0.12 | 791 | 0.9% | |
| 0.06 | 789 | 0.9% | |
| Other values (922) | 54447 | 65.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 20108 | 24.0% | |
| 0.01 | 34 | < 0.1% | |
| 0.02 | 915 | 1.1% | |
| 0.03 | 891 | 1.1% | |
| 0.04 | 1057 | 1.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 48.21 | 1 | < 0.1% | |
| 24.39 | 1 | < 0.1% | |
| 15.52 | 1 | < 0.1% | |
| 15.17 | 1 | < 0.1% | |
| 14.72 | 1 | < 0.1% |
room_type
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Entire home/apt | |
|---|---|
| Private room | |
| Hotel room | 1423 |
| Value | Count | Frequency (%) | |
| Entire home/apt | 45792 | 54.7% | |
| Private room | 35870 | 42.8% | |
| Hotel room | 1423 | 1.7% | |
| Shared room | 629 | 0.8% |
| Max length | 15 |
|---|---|
| Mean length | 13.59950546 |
| Min length | 10 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
security_deposit
Numeric
| Distinct count | 362 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 121.9345988 |
|---|---|
| Minimum | 0 |
| Maximum | 4098 |
| Zeros (%) | 58.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 200 |
| 95-th percentile | 500 |
| Maximum | 4098 |
| Range | 4098 |
| Interquartile range | 200 |
Descriptive statistics
| Standard deviation | 249.6694338 |
|---|---|
| Coef of variation | 2.047568421 |
| Kurtosis | 62.92028734 |
| Mean | 121.9345988 |
| MAD | 148.7796856 |
| Skewness | 6.003136015 |
| Sum | 10207633 |
| Variance | 62334.82617 |
| Memory size | 654.1 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 28. 58.5 64.5 65.5 ... 3450. 3519.5 3760.5 3951.5 4098. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 48622 | 58.1% | |
| 100 | 6004 | 7.2% | |
| 200 | 4973 | 5.9% | |
| 250 | 3600 | 4.3% | |
| 300 | 3276 | 3.9% | |
| 500 | 3139 | 3.7% | |
| 150 | 2891 | 3.5% | |
| 85 | 1945 | 2.3% | |
| 495 | 1233 | 1.5% | |
| 350 | 1002 | 1.2% | |
| Other values (352) | 7029 | 8.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 48622 | 58.1% | |
| 56 | 1 | < 0.1% | |
| 57 | 1 | < 0.1% | |
| 60 | 16 | < 0.1% | |
| 61 | 6 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4098 | 1 | < 0.1% | |
| 4051 | 1 | < 0.1% | |
| 4049 | 1 | < 0.1% | |
| 4040 | 1 | < 0.1% | |
| 4003 | 1 | < 0.1% |
First rows
| accommodates | amenities_count | availability_365 | bathrooms | bed_type | bedrooms | beds | calculated_host_listings_count_entire_homes | calculated_host_listings_count_private_rooms | calculated_host_listings_count_shared_rooms | cancellation_policy | cleaning_fee | days_from_last_review | df_index | experiences_offered | extra_people | guests_included | host_days | host_has_profile_pic | host_identity_verified | host_is_superhost | instant_bookable | is_location_exact | neighbourhood_cleansed | number_of_reviews | number_of_reviews_ltm | price | property_type | require_guest_phone_verification | require_guest_profile_picture | requires_license | review_scores_rating | reviews_per_month | room_type | security_deposit | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 4.0 | 23 | 344.0 | 1.0 | Real Bed | 1.0 | 1.0 | 2.0 | 0.0 | 0.0 | strict_14_with_grace_period | 30.0 | 67.0 | 0 | family | 20.0 | 2.0 | 3634.0 | 1 | 1 | 1 | 1 | 1 | Lambeth | 184.0 | 1.0 | 88.0 | Apartment | 1 | 0 | 0 | 92.0 | 1.59 | Entire home/apt | 400.0 |
| 1 | 2.0 | 55 | 353.0 | 1.0 | Real Bed | 1.0 | 1.0 | 1.0 | 2.0 | 0.0 | moderate | 15.0 | 97.0 | 1 | business | 15.0 | 1.0 | 3590.0 | 1 | 0 | 0 | 0 | 1 | Islington | 16.0 | 2.0 | 65.0 | Apartment | 0 | 0 | 0 | 96.0 | 0.14 | Private room | 100.0 |
| 2 | 2.0 | 29 | 114.0 | 1.0 | Real Bed | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | strict_14_with_grace_period | 50.0 | 19.0 | 2 | romantic | 0.0 | 2.0 | 3571.0 | 1 | 1 | 1 | 1 | 1 | Kensington and Chelsea | 87.0 | 6.0 | 100.0 | Apartment | 1 | 1 | 0 | 96.0 | 0.73 | Entire home/apt | 150.0 |
| 3 | 6.0 | 31 | 265.0 | 2.0 | Real Bed | 3.0 | 4.0 | 15.0 | 0.0 | 0.0 | strict_14_with_grace_period | 65.0 | 88.0 | 3 | none | 10.0 | 4.0 | 3541.0 | 1 | 1 | 1 | 1 | 1 | Westminster | 41.0 | 5.0 | 300.0 | Apartment | 0 | 0 | 0 | 94.0 | 0.40 | Entire home/apt | 350.0 |
| 4 | 2.0 | 27 | 346.0 | 1.5 | Real Bed | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | moderate | 70.0 | 99.0 | 4 | family | 0.0 | 2.0 | 3639.0 | 1 | 1 | 0 | 0 | 1 | Wandsworth | 93.0 | 1.0 | 175.0 | Townhouse | 1 | 1 | 0 | 98.0 | 0.86 | Entire home/apt | 250.0 |
| 5 | 4.0 | 22 | 147.0 | 1.0 | Real Bed | 2.0 | 2.0 | 1.0 | 0.0 | 0.0 | moderate | 50.0 | 52.0 | 5 | none | 11.0 | 2.0 | 3452.0 | 1 | 0 | 0 | 1 | 1 | Wandsworth | 31.0 | 5.0 | 65.0 | Apartment | 0 | 0 | 0 | 92.0 | 0.72 | Entire home/apt | 250.0 |
| 6 | 2.0 | 17 | 288.0 | 1.5 | Real Bed | 1.0 | 1.0 | 0.0 | 3.0 | 0.0 | strict_14_with_grace_period | 0.0 | 79.0 | 6 | none | 8.0 | 1.0 | 3450.0 | 1 | 0 | 1 | 1 | 1 | Barnet | 122.0 | 5.0 | 29.0 | House | 0 | 0 | 0 | 95.0 | 1.06 | Private room | 100.0 |
| 7 | 4.0 | 36 | 339.0 | 1.0 | Real Bed | 1.0 | 3.0 | 3.0 | 0.0 | 0.0 | strict_14_with_grace_period | 75.0 | 55.0 | 7 | none | 15.0 | 3.0 | 3436.0 | 1 | 1 | 0 | 1 | 1 | Islington | 63.0 | 9.0 | 147.0 | Apartment | 0 | 0 | 0 | 85.0 | 0.58 | Entire home/apt | 100.0 |
| 8 | 2.0 | 25 | 336.0 | 1.5 | Real Bed | 1.0 | 1.0 | 0.0 | 2.0 | 0.0 | strict_14_with_grace_period | 10.0 | 77.0 | 8 | none | 12.0 | 1.0 | 3396.0 | 1 | 1 | 1 | 0 | 1 | Newham | 115.0 | 10.0 | 34.0 | Townhouse | 1 | 1 | 0 | 97.0 | 1.03 | Private room | 0.0 |
| 9 | 2.0 | 14 | 365.0 | 1.0 | Real Bed | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | flexible | 0.0 | 112.0 | 9 | none | 0.0 | 1.0 | 3380.0 | 1 | 1 | 0 | 0 | 1 | Hounslow | 5.0 | 2.0 | 100.0 | House | 0 | 0 | 0 | 88.0 | 0.05 | Private room | 0.0 |
Last rows
| accommodates | amenities_count | availability_365 | bathrooms | bed_type | bedrooms | beds | calculated_host_listings_count_entire_homes | calculated_host_listings_count_private_rooms | calculated_host_listings_count_shared_rooms | cancellation_policy | cleaning_fee | days_from_last_review | df_index | experiences_offered | extra_people | guests_included | host_days | host_has_profile_pic | host_identity_verified | host_is_superhost | instant_bookable | is_location_exact | neighbourhood_cleansed | number_of_reviews | number_of_reviews_ltm | price | property_type | require_guest_phone_verification | require_guest_profile_picture | requires_license | review_scores_rating | reviews_per_month | room_type | security_deposit | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 83704 | 1.0 | 11 | 173.0 | 1.0 | Real Bed | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | flexible | 0.0 | 0.0 | 85264 | none | 0.0 | 1.0 | 1.0 | 1 | 0 | 0 | 1 | 0 | Redbridge | 0.0 | 0.0 | 101.0 | House | 0 | 0 | 0 | 0.0 | 0.0 | Entire home/apt | 0.0 |
| 83705 | 4.0 | 18 | 307.0 | 1.0 | Real Bed | 2.0 | 2.0 | 1.0 | 0.0 | 0.0 | flexible | 0.0 | 0.0 | 85265 | none | 0.0 | 1.0 | 1190.0 | 1 | 0 | 0 | 1 | 0 | Richmond upon Thames | 0.0 | 0.0 | 105.0 | House | 0 | 0 | 0 | 0.0 | 0.0 | Entire home/apt | 0.0 |
| 83706 | 2.0 | 16 | 80.0 | 1.0 | Real Bed | 1.0 | 2.0 | 1.0 | 0.0 | 0.0 | flexible | 0.0 | 0.0 | 85266 | none | 0.0 | 1.0 | 1522.0 | 1 | 0 | 0 | 1 | 0 | Lewisham | 0.0 | 0.0 | 78.0 | Apartment | 0 | 0 | 0 | 0.0 | 0.0 | Entire home/apt | 0.0 |
| 83707 | 2.0 | 14 | 73.0 | 1.0 | Real Bed | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | strict_14_with_grace_period | 0.0 | 0.0 | 85267 | none | 0.0 | 1.0 | 133.0 | 1 | 0 | 0 | 1 | 1 | Enfield | 0.0 | 0.0 | 30.0 | Apartment | 0 | 0 | 0 | 0.0 | 0.0 | Entire home/apt | 100.0 |
| 83708 | 2.0 | 14 | 30.0 | 1.0 | Real Bed | 2.0 | 2.0 | 0.0 | 1.0 | 0.0 | flexible | 0.0 | 0.0 | 85268 | none | 0.0 | 1.0 | 2564.0 | 1 | 0 | 0 | 1 | 0 | Kensington and Chelsea | 0.0 | 0.0 | 56.0 | Apartment | 0 | 0 | 0 | 0.0 | 0.0 | Private room | 0.0 |
| 83709 | 5.0 | 15 | 45.0 | 1.5 | Real Bed | 1.0 | 3.0 | 7.0 | 0.0 | 0.0 | flexible | 40.0 | 0.0 | 85269 | none | 0.0 | 1.0 | 415.0 | 1 | 0 | 0 | 1 | 0 | Ealing | 0.0 | 0.0 | 85.0 | Apartment | 0 | 0 | 0 | 0.0 | 0.0 | Entire home/apt | 0.0 |
| 83710 | 2.0 | 16 | 2.0 | 2.0 | Real Bed | 1.0 | 1.0 | 0.0 | 2.0 | 0.0 | flexible | 0.0 | 0.0 | 85270 | none | 0.0 | 1.0 | 733.0 | 1 | 0 | 0 | 0 | 0 | Camden | 0.0 | 0.0 | 35.0 | Apartment | 0 | 0 | 0 | 0.0 | 0.0 | Private room | 0.0 |
| 83711 | 6.0 | 22 | 173.0 | 4.0 | Real Bed | 3.0 | 3.0 | 1.0 | 0.0 | 0.0 | flexible | 0.0 | 0.0 | 85271 | none | 0.0 | 1.0 | 1.0 | 1 | 0 | 0 | 0 | 1 | Westminster | 0.0 | 0.0 | 420.0 | Condominium | 0 | 0 | 0 | 0.0 | 0.0 | Entire home/apt | 0.0 |
| 83712 | 2.0 | 15 | 233.0 | 1.0 | Real Bed | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | flexible | 0.0 | 0.0 | 85272 | none | 0.0 | 1.0 | 1.0 | 1 | 0 | 0 | 0 | 1 | Hillingdon | 0.0 | 0.0 | 35.0 | House | 0 | 0 | 0 | 0.0 | 0.0 | Private room | 81.0 |
| 83713 | 5.0 | 11 | 32.0 | 1.0 | Real Bed | 2.0 | 2.0 | 2.0 | 1.0 | 0.0 | flexible | 0.0 | 0.0 | 85273 | none | 0.0 | 1.0 | 2326.0 | 1 | 1 | 0 | 0 | 1 | Lambeth | 0.0 | 0.0 | 50.0 | Apartment | 0 | 0 | 0 | 0.0 | 0.0 | Entire home/apt | 0.0 |